The get_sentiments function evaluates the emotional tone of a text by calculating sentiment scores using a machine learning model that has been trained on a large corpus of annotated text data.

The get_sentiments function performs sentiment analysis by analyzing the frequency of keywords and their associated sentiment values in a given text to estimate the emotional tone.

The get_sentiments function is used to load and return sentiment lexicons, such as AFINN or Bing, from the textdata package.

The get_sentiments function generates sentiment scores based on the context of the text by analyzing various linguistic features and contextual cues to determine the overall sentiment expressed.

Words that are used to stop a sentence

The most common words in a language, though there isn't a universal list used by all NLP tools

Words that must always be included in text analysis

Rare and complex words in a language

It breaks the text into individual characters

It breaks the text into ngrams, which are sequences of 1 word or token

It breaks the text into ngrams, which are sequences of 1 character

It combines multiple words into one token

Combines multiple text units into a single token

Sorts the tokens alphabetically

Deletes tokens that are not in the dictionary

Breaks the text into units as described by the token argument

ggplot(data = mpg ) + geom_boxplot(aes(x = class, y=hwy, fill=class)) + labs(y = "Highway miles per gallon")

remove whitespace from the start and end of a string

remove whitespace from the end of a string only

remove whitespace from the start of a string only

No, because you don't have any friends

Yes

That will set a local path which will not work in any machine other than yours

It is a good idea since it will set a global path which will work in any machine

That will set a global path which will not work in any machine other than yours

It is a good idea since it will set a local path which will work in any machine

Unreliable formatting at the source

It can't be automated

Data broken into many pages

Data arriving in multiple excel file formats